Scientific Results

  • ID:
    publications-4074
  • Type:
    article
  • Year:
    2013
  • Authors:
    Comboul, Maud and Ghanem, Roger
  • Title:
    Value of Information in the Design of Resilient Water Distribution Sensor Networks
  • Venue/Journal:
    Journal of Water Resources Planning and Management
  • DOI:
    10.1061/(asce)wr.1943-5452.0000259
  • Research type:
  • Water System:
  • Technical Focus:
  • Abstract:
    AbstractThe ability to monitor the flow and how water transforms throughout water networks would greatly improve the management of those distribution systems. The sensor placement problem attempts to find the locations of monitoring devices that would optimally observe water quality and protect consumers from accidents and intrusions of contaminants. In some related critical scenarios, the absence of information about possible contamination events, including knowledge of the injection sources, contaminant types or mass, time of pollution, and the variability of water network input parameters, such as the nodal demands and the pipe roughness coefficients, raises several challenges that must be addressed by the sensor network design process. In this paper, the authors describe a stochastic parameterization and analysis of uncertainty for the design of sensor networks aimed at maximizing the probability of detection of accidents and intrusions in water distribution networks. A challenge with such an approach...
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