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Application of Robust Phase Algorithms for Seismic Emission Detection in the Area of Blasting Operations in Mines

机译:稳健相位算法在矿山爆破作业区地震排放检测中的应用

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摘要

In this paper, we developed algorithms for multichannel processing of seismic array records that allow detecting signals of weak seismic events observed against the background of natural seismic noise. The algorithm for detecting signals of weak seismic events is based on the coherence assessment of longitudinal waves ( P -waves) recorded by a small aperture array. The advantage of this algorithm over the known single-channel short/long term averaging (STA/LTA) detector is the ability to detect time intervals of P -waves at a signal-to-noise ratio (SNR) less than unity. Based on the time intervals of the array records with the registered coherence measure values that ​​exceed a certain threshold, the apparent slowness vector is estimated by using the phase bimforming algorithm that is robust to noise (Zhang et al., 2008; Kushnir and Varypaev, 2017). The developed algorithms of multichannel processing were tested using real seismic records of a small aperture array installed in the Kursk Magnetic Anomaly area near the mine workings for iron ore extraction. Signals of both strong (underground industrial explosions) and weak seismic events were detected for 20 h of seismic recording. In some cases, seismic events were shown to have a complex source mechanism. Using the Capon filter (Capon, 1969), for weak seismic events, P -waves with a duration not exceeding 0.2 s and a temporal shape similar to the known function of a Ricker pulse (Bording, 1996) are found to have resemblance.
机译:在本文中,我们开发了用于地震阵列记录的多通道处理的算法,该算法允许检测在自然地震噪声背景下观察到的弱地震事件的信号。用于检测弱地震事件信号的算法基于由小孔径阵列记录的纵波(P波)的相干评估。该算法相对于已知的单通道短期/长期平均(STA / LTA)检测器的优势在于能够以小于一的信噪比(SNR)检测P波的时间间隔。根据具有记录的相干性度量值超过特定阈值的阵列记录的时间间隔,通过使用对噪声具有鲁棒性的相位平分成形算法来估计视在慢度矢量(Zhang等,2008; Kushnir和瓦里帕耶夫,2017年)。使用安装在矿山附近的库尔斯克磁异常区的一个小孔径阵列的真实地震记录,对开发的多通道处理算法进行了测试,以提取铁矿石。在20小时的地震记录中,同时检测到强(地下工业爆炸)和弱地震事件的信号。在某些情况下,地震事件具有复杂的震源机制。使用Capon滤波器(Capon,1969),对于弱地震事件,持续时间不超过0.2 s且时间形状类似于Ricker脉冲的已知函数(Bording,1996)的P波具有相似性。

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