利用地面穿透雷达(GPR)和瞬时频率分析鉴定埋地水管的渗漏特征

IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Tunnelling and Underground Space Technology Pub Date : 2024-08-03 DOI:10.1016/j.tust.2024.105984
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引用次数: 0

摘要

地下水管的老化和复杂性给现代社会带来了巨大挑战,需要进行长期监测和维护,以防止造成社会经济损失。因此,需要采用有效的无损和地球物理方法来定位可能的渗漏区域,然后再进行合理的开挖。在本研究中,我们提出了一种从原始地面穿透雷达(GPR)数据生成瞬时频率切片(IFS)的工作流程。利用瞬时频率切片分析漏水的水平和垂直模式,发现了两个对瞬时频率有重大影响的关键机制--干湿界面引起的反射和土壤中水分分布引起的吸收。我们与政府水务署(WSD)合作,在一个精心设计的实际地点(Q-Leak)复制了典型的漏水情况,验证了我们基于 IFS 方法的有效性。所提方法的结果表明,IFS 是描述埋地水管渗漏情况的可靠方法,可有效解决与振幅切片分析相关的若干难题。我们提出的方法丰富了面向未来的大规模漏水检测的工具包。
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Characterization of leakage signatures in buried water pipes by ground penetrating radar(GPR) and instantaneous frequency analysis

The aging and complexity of underground water pipes pose significant challenges to modern society, necessitating long-term monitoring and maintenance to prevent the socioeconomic costs. So, effective nondestructive and geophysical methods are needed to localize the possible leakage areas before any rational opening up is conducted. In this study, we propose a workflow to generate instantaneous frequency slices (IFS) from raw ground penetrating radar (GPR) data. Characterizing the horizontal and vertical patterns of water leakage using IFS revealed two key mechanisms—reflections due to the dry and wet interface and absorption due to water distributed in soil—that significantly influence instantaneous frequency. A well-designed real site (Q-Leak), in collaboration with the Water Supplies Department (WSD) of the government, was conducted to replicate typical leakage scenarios, validating the effectiveness of our IFS-based approach. The results of proposed method demonstrate that IFS is a reliable approach for characterizing leakages in buried water pipes, effectively addressing several challenges associated with amplitude slice analysis. Our proposed methodology enriches the toolkit available for large-scale, future-oriented water leakage detection.

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来源期刊
Tunnelling and Underground Space Technology
Tunnelling and Underground Space Technology 工程技术-工程:土木
CiteScore
11.90
自引率
18.80%
发文量
454
审稿时长
10.8 months
期刊介绍: Tunnelling and Underground Space Technology is an international journal which publishes authoritative articles encompassing the development of innovative uses of underground space and the results of high quality research into improved, more cost-effective techniques for the planning, geo-investigation, design, construction, operation and maintenance of underground and earth-sheltered structures. The journal provides an effective vehicle for the improved worldwide exchange of information on developments in underground technology - and the experience gained from its use - and is strongly committed to publishing papers on the interdisciplinary aspects of creating, planning, and regulating underground space.
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