Leak Detection and Location Pinpointing in Water Pipeline Systems using a Wireless Sensor Network

被引:10
作者
Islam, Md Toufikul [1 ]
Aslan, Semih [1 ]
机构
[1] Texas State Univ, Ingram Sch Engn, San Marcos, TX 78666 USA
来源
2021 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) | 2021年
关键词
wireless sensor network; pressure drop measurement; Arduino and XBee communication; exponential curve fit; leak detection;
D O I
10.1109/ISCAS51556.2021.9401106
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Wireless Sensor Networks (WSNs) consist of wireless devices that are installed above the ground, buried under the dense soil, or placed in any underground spaces. WSNs have an immensely promising future which could impact diverse applications including water, oil, and gas pipeline leak detection. Any leak in the pipeline can trigger major financial losses and possible environmental damages. Almost twenty percent of the US water supply is lost annually because of pipe leakage. WSNs can be extremely useful in providing a solution for this problem. This paper presents a sensor network design method that uses pressure sensors to measure water pressure inside a pipe in different locations. Arduino and XBee (Zigbee) collect the pressure data, and exponential curve fitting technique determines leak and its location by analyzing the data. It demonstrates acceptable accuracy in predicting a leak and leak location under real world conditions for a given network. Moreover, it advises the acceptable distance between pressure sensors in a pipeline.
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页数:7
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共 13 条
  • [1] Adsul S, 2016, 2016 INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND DYNAMIC OPTIMIZATION TECHNIQUES (ICACDOT), P673, DOI 10.1109/ICACDOT.2016.7877671
  • [2] [Anonymous], 2006, WATER SUPPLY SANITAT
  • [3] Cardell-Oliver Rachel, 2015, 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), P1, DOI 10.1109/ISSNIP.2015.7106909
  • [4] Cui X., 2016, 2016 IEEE INT INSTR, P1
  • [5] Gautam A, 2016, 2016 3RD INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN INFORMATION TECHNOLOGY (RAIT), P337, DOI 10.1109/RAIT.2016.7507927
  • [6] Wireless transmission of acoustic emission signals for real-time monitoring of leakage in underground pipes
    Hieu, Bui Van
    Choi, Seunghwan
    Kim, Young Uk
    Park, Youngsuk
    Jeong, Taikyeong
    [J]. KSCE JOURNAL OF CIVIL ENGINEERING, 2011, 15 (05) : 805 - 812
  • [7] JayaLakshmi M, 2015, PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON SOFT-COMPUTING AND NETWORKS SECURITY (ICSNS 2015)
  • [8] Karkulali P, 2016, IEEE IND ELEC, P412, DOI 10.1109/IECON.2016.7793352
  • [9] Acoustic Detection of Leaks in Water Pipelines Using Measurements inside Pipe
    Khulief, Y. A.
    Khalifa, A.
    Ben Mansour, R.
    Habib, M. A.
    [J]. JOURNAL OF PIPELINE SYSTEMS ENGINEERING AND PRACTICE, 2012, 3 (02) : 47 - 54
  • [10] State-of-the-Art Review of Technologies for Pipe Structural Health Monitoring
    Liu, Zheng
    Kleiner, Yehuda
    [J]. IEEE SENSORS JOURNAL, 2012, 12 (06) : 1987 - 1992