• DocumentCode
    1735568
  • Title

    Real-time leak isolation based on state estimation in a plastic pipeline

  • Author

    Navarro, A. ; Begovich, O. ; Besançon, G. ; Dulhoste, JF

  • Author_Institution
    Res. & Adv. Studies Center, Nat. Polytech. Inst., Guadalajara, Mexico
  • fYear
    2011
  • Firstpage
    953
  • Lastpage
    957
  • Abstract
    A Leak Detection and Isolation (LDI) algorithm based on a State Estimation Observer is designed and tested in real-time to locate a water-leak on a plastic pipeline prototype. In order to tackle the problem of friction variations in such a pipeline, the explicit so-called Swamee-Jain equation is implanted for the friction, instead of a constant parameter as in other studies. The observer is then designed as an Extended Kalman filter on the basis of a discretized model both in time and in space. The space discretization is nonuniform depending on the unknown leak location, and the time variable is discretized with the Heun´s method. The approach assumes only flow and pressure sensors at the ends of the duct, and experimental results with data obtained from the pipeline prototype are presented to assess the method efficiency.
  • Keywords
    Kalman filters; flow measurement; flow sensors; friction; leak detection; observers; pipelines; pressure sensors; state estimation; Swamee-Jain equation; extended Kalman filter; friction variations; leak detection and isolation algorithm; plastic pipeline; real-time leak isolation; state estimation observer; Equations; Estimation; Friction; Kalman filters; Mathematical model; Pipelines; Prototypes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications (CCA), 2011 IEEE International Conference on
  • Conference_Location
    Denver, CO
  • Print_ISBN
    978-1-4577-1062-9
  • Electronic_ISBN
    978-1-4577-1061-2
  • Type

    conf

  • DOI
    10.1109/CCA.2011.6044397
  • Filename
    6044397