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Microseismic Location Based on Interferometric Imaging and Hilbert-Huang Transform

机译:基于干涉成像和Hilbert-Huang变换的微震位置

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For microseismic monitoring, the inaccurate microseismic source location will inevitably lead to misjudgment of the fracture geometry, thus reducing the reliability of microseismic monitoring. The location accuracy is greatly affected by the noise. Therefore, it is necessary and important to improve the accuracy and the robustness of the source location algorithm under the low SNR condition. Considering the non-stationarity of microseismic signals with strong random noise, a new microseismic event location approach based on interferometric imaging and Hilbert-Huang transform (HHT) is proposed. First, the synthetic microseismic signals are processed to the instantaneous energy spectrums and the Hilbert spectrums by HHT. Then, these two spectrums are respectively used as the characteristic functions of interferometric imaging method for microseismic source location and two different location methods are obtained. Finally, in homogeneous medium, the imaging results of the traditional approach and the proposed approach on synthetic low SNR datasets are analyzed and compared. The results demonstrate that the proposed approach can effectively suppress random noise and improves the location accuracy under the low SNR condition. These studies are of great significance to real time microseismic monitoring, especially for the surface monitoring.
机译:对于微震监测,不准确的微震源位置将不可避免地导致裂缝几何形状的误操作,从而降低了微震监测的可靠性。位置精度受到噪音的大大影响。因此,在低SNR条件下提高源定位算法的准确性和鲁棒性是必要的。考虑到具有强大随机噪声的微震信号的非公平性,提出了一种基于干涉成像和Hilbert-Huang变换(HHT)的新微震事件定位方法。首先,通过HHT处理合成微震信号并通过HHT处理瞬时能谱和HILBERT光谱。然后,这两个光谱分别用作微震源位置的干涉成像方法的特征功能,并且获得了两个不同的位置方法。最后,在均匀介质中,分析了传统方法的成像结果和合成低SNR数据集的提出方法。结果表明,所提出的方法可以有效地抑制随机噪声并提高低SNR条件下的位置精度。这些研究对实时微震监测具有重要意义,特别是对于表面监测。

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