Title :
Mobile Sensor Networks for Leak and Backflow Detection in Water Distribution Systems
Author :
Suresh, Mahima A. ; Smith, Lee ; Rasekh, A. ; Stoleru, Radu ; Banks, M.K. ; Shihada, Basem
Author_Institution :
Dept. of Comput. Sci. & Eng., Texas A&M Univ., College Station, TX, USA
Abstract :
Leak and backflow detection are essential aspects of Water Distribution System (WDS) monitoring. Most existing solutions for leak/backflow detection in WDSs focus on the placement of expensive static sensors located strategically. In contrast to these, we propose a solution whereby mobile sensors (i.e., their movement aided only by the inherent water flow in the system) detect leaks/backflow. Information about the leaks/backflow is collected from the sensors either by physically capturing them, or through wireless communication. Specifically, we propose models to maximize leak/backflow detection given a cost constraint (a limit on the number of sensors). Through extensive simulations, we demonstrate the superior performance of our proposed solution when compared with the state of the art solutions (e.g., algorithms/protocols and analysis).
Keywords :
process monitoring; water supply; wireless sensor networks; WDS monitoring; backflow detection; leak detection; mobile sensor networks; water distribution systems; wireless communication; Image edge detection; Mobile communication; Monitoring; Optimization; Pipelines; Robot sensing systems; algorithms; leak and backflow detection; mobile sensors; optimization; simulations; water distribution systems;
Conference_Titel :
Advanced Information Networking and Applications (AINA), 2014 IEEE 28th International Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4799-3629-8
DOI :
10.1109/AINA.2014.83