Mobile sensor networks for optimal leak and backflow detection and localization in municipal water networks Academic Article uri icon

abstract

  • 2016 Elsevier Ltd. Leak and backflow detections are essential aspects of Water Distribution Systems (WDSs) monitoring and are commonly fulfilled using approaches that are based on static sensor networks and point measurements. Alternatively, we propose a mobile, wireless sensor network solution composed of mobile sensor nodes that travel freely inside the pipes with the water flow, collect and transmit measurements in near-realtime (called sensors) and static access points (called beacons). This study complements the tremendous progress in mobile sensor technology. We formulate the sensor and beacon optimal placement task as a Mixed Integer Nonlinear Programming (MINLP) problem to maximize localization accuracy with budget constraint. Given the high time complexity of MINLP formulation, we propose a disjoint scheme that follows the strategy of splitting the sensor and beacon placement problems and determining the respective number of sensors and beacons by exhaustive search in linear time.

published proceedings

  • Environmental Modelling & Software

author list (cited authors)

  • Gong, W., Suresh, M. A., Smith, L., Ostfeld, A., Stoleru, R., Rasekh, A., & Banks, M. K.

citation count

  • 36

complete list of authors

  • Gong, Weijiao||Suresh, Mahima Agumbe||Smith, Lidia||Ostfeld, Avi||Stoleru, Radu||Rasekh, Amin||Banks, M Katherine

publication date

  • June 2016