• DocumentCode
    1351284
  • Title

    A Fault Diagnosis and Security Framework for Water Systems

  • Author

    Eliades, Demetrios G. ; Polycarpou, Marios M.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Cyprus, Nicosia, Cyprus
  • Volume
    18
  • Issue
    6
  • fYear
    2010
  • Firstpage
    1254
  • Lastpage
    1265
  • Abstract
    Water resources management is a key challenge that will become even more crucial in the years ahead. From a system-theoretic viewpoint, there is a need to develop rigorous design and analysis tools for control, fault diagnosis and security of water distribution networks. This work develops a mathematical framework suitable for fault diagnosis and security in water systems; in addition it investigates the problem of determining a suitable set of locations for sensor placement in large-scale drinking water distribution networks such that contaminant detection is optimized. This work contributes to the research by presenting a problem formulation were the state-space representation of the propagation and reaction dynamics is coupled with the impact dynamics describing the “damage” caused by a contamination of the water distribution network. We propose a solution methodology for the sensor-placement problem by considering several risk-objectives, and by utilizing various optimization and evolutionary computation techniques. To illustrate the methodology, we present results of a simplified and a real water distribution network.
  • Keywords
    evolutionary computation; fault diagnosis; mathematical analysis; optimisation; security; water resources; analysis tool; contaminant detection; evolutionary computation; fault diagnosis; impact dynamics; large-scale drinking water distribution network; mathematical framework; optimization; reaction dynamics; real water distribution network; rigorous design; sensor placement problem; state-space representation; system-theoretic viewpoint; water resource management; water system security framework; Control system analysis; Control systems; Fault detection; Fault diagnosis; Large-scale systems; Resource management; Security; Sensor systems; Water pollution; Water resources; Fault diagnosis framework; security; sensor placement; water distribution networks; water systems;
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/TCST.2009.2035515
  • Filename
    5350461