Towards Achieving a Reliable Leakage Detection and Localization Algorithm for Application in Water Piping Networks: An Overview

被引:129
作者
Adedeji, Kazeem B. [1 ]
Hamam, Yskandar [1 ]
Abe, Bolanle Tolulope [1 ]
Abu-Mahfouz, Adnan M. [1 ,2 ]
机构
[1] Tshwane Univ Technol, Dept Elect Engn, ZA-0183 Pretoria, South Africa
[2] CSIR, Meraka Inst, ZA-0184 Pretoria, South Africa
关键词
Leakage detection; leakage localization; pipeline; water distribution network; wireless sensor network; WIRELESS SENSOR NETWORKS; REAL-TIME; DISTRIBUTION-SYSTEMS; ACOUSTIC-EMISSION; PRESSURE CONTROL; SUPPLY NETWORKS; PIPELINE; ENERGY; MINIMIZATION; LOCATION;
D O I
10.1109/ACCESS.2017.2752802
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Leakage detection and localization in pipelines has become an important aspect of water management systems. Since monitoring leakage in large-scale water distribution networks (WDNs) is a challenging task, the need to develop a reliable and robust leak detection and localization technique is essential for loss reduction in potable WDNs. In this paper, some of the existing techniques for water leakage detection are discussed and open research areas and challenges are highlighted. It is concluded that despite the numerous research efforts and advancement in leakage detection technologies, a large scope is still open for further research in this domain. One such area is the effective detection of background type leakages that have not been covered fully in the literature. The utilization of wireless sensor networks for leakage detection purposes, its technical challenges as well as some future research areas are also presented. In a general remark, practical application of these techniques for large-scale water distribution networks is still a major concern. In this paper, an overview of this important problem is addressed.
引用
收藏
页码:20272 / 20285
页数:14
相关论文
共 139 条
[81]   LEAK DETECTION IN SIMULATED WATER PIPE NETWORKS USING SVM [J].
Mashford, John ;
De Silva, Dhammika ;
Burn, Stewart ;
Marney, Donavan .
APPLIED ARTIFICIAL INTELLIGENCE, 2012, 26 (05) :429-444
[82]  
Mckenzie RC, 2012, TT52212 WRC
[83]   A Wireless Sensor Network-Based Infrastructure for Real-Time and Online Pipeline Inspection [J].
Meribout, Mahmoud .
IEEE SENSORS JOURNAL, 2011, 11 (11) :2966-2972
[84]  
Modieginyane K. M., COMPUT ELEC IN PRESS
[85]  
Morris R.E., 1967, Journal of the American Water Works Association, V59, P782, DOI [DOI 10.1002/J.1551-8833.1967.TB03414.X, 10.1002/j.1551-8833.1967.tb03414.x]
[86]  
Mpesha W., 2001, J HYDRAULIC ENG, V125, P761
[87]  
Mudumbe MJ, 2015, IEEE INTL CONF IND I, P993, DOI 10.1109/INDIN.2015.7281870
[88]   Leak noise propagation and attenuation in submerged plastic water pipes [J].
Muggleton, JM ;
Brennan, MJ .
JOURNAL OF SOUND AND VIBRATION, 2004, 278 (03) :527-537
[89]   A survey on gas leak detection and localization techniques [J].
Murvay, Pal-Stefan ;
Silea, Ioan .
JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, 2012, 25 (06) :966-973
[90]   Embedded Damage Detection in Water Pipelines Using Wireless Sensor Networks [J].
Mustafa, Hadil ;
Chou, Pai H. .
2012 IEEE 14TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS & 2012 IEEE 9TH INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS (HPCC-ICESS), 2012, :1578-1586