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【中文】屠丹丹【EN】Tu Dandan
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[发明]
【中文】一种基于VMD的煤岩体破裂声发射信号处理方法 【EN】VMD-based coal and rock mass fracture acoustic emission signal processing method
申请号:
201911363003.0
公开号:CN111044619A 主分类号:G01N29/14
申请人:
【中文】辽宁工程技术大学【EN】LIAONING TECHNICAL University
申请日:2019.12.26 公开日:2020.04.21
发明人:
【中文】徐耀松
;
程业伟
;
王丹丹
;
屠乃威
;
阎馨
;
谢国民
;
王雨虹【EN】Xu Yaosong
;
Cheng Yewei
;
Wang Dandan
;
Tu Naiwei
;
Yan Xin
;
Xie Guomin
;
Wang Yuhong
摘要:【中文】本发明涉及信号处理与分析技术领域,提供一种基于VMD的煤岩体破裂声发射信号处理方法。本发明的方法包括下述步骤:步骤1:读取煤岩体声发射信号x的时序序列{x(t)};步骤2:基于VMD方法对声发射信号x进行分解,得到K个频率从高到低顺序排列的本征模态分量;步骤3:取高频本征模态分量进行振铃计数,即计算越过预设门槛值的震荡次数;步骤4:取低频本征模态分量计算声发射信号x的能量。本发明能够用振铃数来表征煤岩体破裂的频繁程度、用能量来表征煤岩体破裂的强弱程度,能够提高对煤岩体的破坏状态与破坏程度表征的准确性,振铃数和波形能量的突增现象能够作为煤与瓦斯突出等煤矿动力灾害的前兆。 【EN】The invention relates to the technical field of signal processing and analysis, and provides a coal-rock mass fracture acoustic emission signal processing method based on VMD. The method of the invention comprises the following steps: step 1: reading a time sequence { x (t) } of a coal rock mass acoustic emission signal x; step 2: decomposing the acoustic emission signal x based on a VMD method to obtain K intrinsic modal components with frequencies sequentially arranged from high to low; and step 3: taking the high-frequency eigenmode component to perform ringing counting, namely calculating the oscillation times of crossing a preset threshold value; and 4, step 4: and taking the low-frequency eigenmode component to calculate the energy of the acoustic emission signal x. The invention can use the ringing number to represent the frequency degree of coal-rock body fracture and the energy to represent the strength degree of the coal-rock body fracture, can improve the accuracy of the representation of the damage state and the damage degree of the coal-rock body, and the sudden increase phenomenon of the ringing number and the waveform energy can be used as a precursor of coal and gas outburst and other coal mine dynamic disasters.
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