Geological detection of hard rocks by GPR and signal time-frequency characteristics analysis in urban underground trenchless construction

IF 2.7 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Measurement Science and Technology Pub Date : 2023-12-21 DOI:10.1088/1361-6501/ad1806
Liang Zhang, Sheng Zhang, Zongwei Deng, Tonghua Ling
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Abstract

The hard rocks in the stratum can pose safety risks and hinder the progress of urban underground tunnel construction using shield and jacking methods, thereby reducing construction efficiency and increasing construction costs. This paper utilizes wavelet scale energy spectrum, wavelet packet theory and statistical methods to conduct research on the detection of special geological formations such as hard rocks and voids, as well as the analysis of their signal time-frequency characteristics based on the ground-penetrating radar (GPR) technique. On the basis of calibrating the permittivity of different types of rock blocks, we established a forward model for detecting hard rocks and voids, and the simulated signals were analyzed in the time and frequency domains. Subsequently, laboratory experiments were conducted to perform GPR tests on different types of hard rocks in natural and water-saturated states and voids, to explore the time-frequency characteristics, frequency band energy variations, and statistical patterns of typical single-trace signals. The results show that the granite detection signal contains more low-frequency components, the sandstone detection signal contains more medium-low frequency components, while the limestone detection signal contains more medium-high frequency components in their natural state; the signal from the karst cave has relatively more low-frequency components than the signal from the empty cavity. The geometric shape of the rock has no influence on the dominant frequency and time-frequency distribution of its reflection signal. Generally, rocks with higher rebound values (hardness) also exhibit larger variance and standard deviation in frequency band energy. The research has important theoretical significance and practical value for the measurement and assessment of special geological features such as hard rocks and voids in urban underground trenchless construction.
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城市地下非开挖施工中利用 GPR 对硬岩进行地质探测及信号时频特征分析
地层中的坚硬岩石会给城市地下隧道施工带来安全隐患,阻碍盾构法和顶进施工进度,从而降低施工效率,增加施工成本。本文利用小波尺度能谱、小波包理论和统计方法,基于探地雷达(GPR)技术,对硬岩、空洞等特殊地质构造进行探测研究,并分析其信号时频特征。在标定不同类型岩块介电常数的基础上,我们建立了探测硬岩和空隙的前向模型,并对模拟信号进行了时域和频域分析。随后,进行了实验室实验,对自然状态和水饱和状态下的不同类型硬质岩石和空隙进行了 GPR 测试,以探索典型单迹线信号的时频特征、频带能量变化和统计规律。结果表明,花岗岩探测信号含有较多的低频成分,砂岩探测信号含有较多的中低频成分,而石灰岩探测信号在自然状态下含有较多的中高频成分;岩溶洞穴信号的低频成分相对多于空洞信号。岩石的几何形状对其反射信号的主频和时频分布没有影响。一般来说,回弹值(硬度)越高的岩石,其频带能量的方差和标准偏差也越大。该研究对城市地下非开挖施工中坚硬岩石和空洞等特殊地质特征的测量和评估具有重要的理论意义和实用价值。
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来源期刊
Measurement Science and Technology
Measurement Science and Technology 工程技术-工程:综合
CiteScore
4.30
自引率
16.70%
发文量
656
审稿时长
4.9 months
期刊介绍: Measurement Science and Technology publishes articles on new measurement techniques and associated instrumentation. Papers that describe experiments must represent an advance in measurement science or measurement technique rather than the application of established experimental technique. Bearing in mind the multidisciplinary nature of the journal, authors must provide an introduction to their work that makes clear the novelty, significance, broader relevance of their work in a measurement context and relevance to the readership of Measurement Science and Technology. All submitted articles should contain consideration of the uncertainty, precision and/or accuracy of the measurements presented. Subject coverage includes the theory, practice and application of measurement in physics, chemistry, engineering and the environmental and life sciences from inception to commercial exploitation. Publications in the journal should emphasize the novelty of reported methods, characterize them and demonstrate their performance using examples or applications.
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