Towards an improvement of GPR-based detection of pipes and leaks in water distribution networks

被引:37
作者
De Coster, A. [1 ]
Perez Medina, J. L. [3 ,5 ]
Nottebaere, M. [4 ]
Alkhalifeh, K. [2 ]
Neyt, X. [4 ]
Vanderdonckt, J. [3 ]
Lambot, S. [1 ]
机构
[1] Catholic Univ Louvain, Earth & Life Inst, Croix Sud 2,Box L7-05-02, B-1348 Louvain La Neuve, Belgium
[2] Catholic Univ Louvain, Inst Informat & Commun Technol, Pl Levant 3,Box L5-03-02, B-1348 Louvain La Neuve, Belgium
[3] Catholic Univ Louvain, Louvain Res Inst Management & Org, Pl Doyens 1,Box L2-01-02, B-1348 Louvain La Neuve, Belgium
[4] Royal Mil Acad, Commun Informat Syst & Sensors Dept, Ave Renaissance 30, B-1000 Brussels, Belgium
[5] Univ Las Amer, Intelligent & Interact Syst Lab, Quito, Ecuador
关键词
Full-wave inversion (FWI); ground-penetrating radar (GPR); human-computer interaction; subsurface imaging; water leaks detection; GROUND-PENETRATING RADAR; TOMOGRAPHY; SIMULATION; DESIGN; SPILL;
D O I
10.1016/j.jappgeo.2019.02.001
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Ground-penetrating radar (GPR) is a non-destructive tool that can be used to help detecting water leaks in water distribution networks. This study, which was undertaken in the framework of the SENSPORT project (Walloon Region, Belgium), aims at improving GPR-based detection of pipes and leaks in water distribution networks using advanced, integrated radar data processing and visualization strategies. The proposed method includes a physically-based near-field antenna effects removal approach and reflection detection and segmentation algorithms. It also involves a quantitative estimation of the medium properties using full-wave inversion. Finally, a specific human-computer interface allowing the end-user to visualize buried utilities and 2-D/3-D processed data on mobile devices is proposed. We successfully validated the general methodology through a laboratory experiment with near-field measurements performed at different times over a leaky pipe buried in a sandbox. This integrated tool appears to be promising to help detecting and monitoring water leaks. Future research will focus on more complex real cases.
引用
收藏
页码:138 / 151
页数:14
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