2013
DOI: 10.3390/s131215912
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GPR-Based Water Leak Models in Water Distribution Systems

Abstract: This paper addresses the problem of leakage in water distribution systems through the use of ground penetrating radar (GPR) as a nondestructive method. Laboratory tests are performed to extract features of water leakage from the obtained GPR images. Moreover, a test in a real-world urban system under real conditions is performed. Feature extraction is performed by interpreting GPR images with the support of a pre-processing methodology based on an appropriate combination of statistical methods and multi-agent … Show more

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Cited by 49 publications
(36 citation statements)
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“…[13]), yeraltının radar ile görüntülendiği ve kontör çıkarımı ile sızıntı konum tespitinin yapıldığı (AyalaCabrera vd. [21]) çalışmalar da mevcuttur. Bu çalışmada sadece ses verisi işlenerek konum tespiti yapıldığından diğer verileri kullanan otonom yöntemlere detaylı yer verilmemiştir.…”
Section: Sizinti Tespi̇t Yöntemleri̇ (Leakage Detection Methods)unclassified
“…[13]), yeraltının radar ile görüntülendiği ve kontör çıkarımı ile sızıntı konum tespitinin yapıldığı (AyalaCabrera vd. [21]) çalışmalar da mevcuttur. Bu çalışmada sadece ses verisi işlenerek konum tespiti yapıldığından diğer verileri kullanan otonom yöntemlere detaylı yer verilmemiştir.…”
Section: Sizinti Tespi̇t Yöntemleri̇ (Leakage Detection Methods)unclassified
“…The unseen network of UUI is very complex in any urban environment [4]. Their importance and utility infrastructure cadastre would not be obvious until hazards and problems arise, such as a gas explosion, road collapse due to subsurface wash-out, water leakage and seepage to the road surface, etc [4][5][6][7].…”
Section: Introductionmentioning
confidence: 99%
“…Selection of the ground penetrating radar (GPR) in this paper was carried out after considering its characteristics as a non-destructive method to detect layouts and characteristics of metallic and non-metallic pipe materials. Additionally, this method allows the recognition of other characteristics of WSSs, such as water leaks (Ayala-Cabrera et al, 2013b).…”
Section: Introductionmentioning
confidence: 99%