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Impact of blasting parameters on vibration signal spectrum: Determination and statistical evidence

机译:爆破参数对振动信号频谱的影响:确定和统计证据

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摘要

Research on the impact of blasting parameters on vibration signals is of significant value for guiding blast-resistant design. Previous research was primarily aimed at the impact on vibration amplitude in the time domain but rarely focused on energy distribution in the frequency domain (i.e., spectrum). Based on large amounts of blast signals from a series of events, in this study, the primary parameters that affect the vibration spectrum were determined. First, the K-means method was used to cluster all of the signals into six distinct spectrum clusters. The T test was then utilized among different clusters, to detect discrepancies in continuous parameters, including total charge, maximum charge, concrete age and distance between the explosion source and measuring point. Meanwhile, a random clustering simulation was conducted to determine whether the other two discrete parameters, i.e., the number of detonator relays and the explosion source location, influence the spectrums of vibration signals. The results show that three of the six parameters studied have a close link to the vibration spectrum, whereas the other three do not. This study also discusses how the parameters impact the occurrence and evolution of vibration signals. (C) 2015 Elsevier Ltd. All rights reserved.
机译:研究爆破参数对振动信号的影响,对指导抗爆设计具有重要意义。先前的研究主要针对时域中的振动幅度的影响,但很少关注频域中的能量分布(即频谱)。基于来自一系列事件的大量爆炸信号,在这项研究中,确定了影响振动谱的主要参数。首先,使用K均值方法将所有信号聚类为六个不同的频谱簇。然后使用T检验在不同群集之间进行检测,以检测连续参数中的差异,包括总装药量,最大装药量,混凝土使用年限以及爆炸源与测量点之间的距离。同时,进行了随机聚类仿真以确定其他两个离散参数,即雷管继电器的数量和爆炸源的位置是否影响振动信号的频谱。结果表明,所研究的六个参数中的三个与振动频谱有着密切的联系,而其他三个则没有。这项研究还讨论了参数如何影响振动信号的发生和演化。 (C)2015 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Tunnelling and underground space technology》 |2015年第4期|94-100|共7页
  • 作者单位

    Cent S Univ, Sch Resources & Safety Engn, Changsha 410083, Hunan, Peoples R China;

    Cent S Univ, Sch Resources & Safety Engn, Changsha 410083, Hunan, Peoples R China;

    Cent S Univ, Sch Resources & Safety Engn, Changsha 410083, Hunan, Peoples R China|Chongqing Univ, State Key Lab Coal Mine Disaster Dynam & Control, Chongqing 400044, Peoples R China;

    Cent S Univ, Sch Resources & Safety Engn, Changsha 410083, Hunan, Peoples R China|LinTung Yen & LiGuo Hao Consultants Shanghai Ltd, Shanghai 200135, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Blasting parameter; Vibration signal; Spectrum; K-means clustering; Student's t-test;

    机译:爆破参数;振动信号;频谱;K-均值聚类;学生t检验;

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