• DocumentCode
    1859934
  • Title

    Leak detection and isolation in water distribution networks using principal component analysis and structured residuals

  • Author

    Gertler, J. ; Romera, J. ; Puig, V. ; Quevedo, J.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., George Mason Univ., Fairfax, VA, USA
  • fYear
    2010
  • fDate
    6-8 Oct. 2010
  • Firstpage
    191
  • Lastpage
    196
  • Abstract
    Leaks are present to some extent in all water-distribution systems. This paper proposes a leakage localization method based on pressure measurements and the application of principal component analysis to the fault diagnosis in water distribution systems. First, some theoretical basics are introduced, from model building and modeling the fault effects to monitoring. Then a simple hydraulic case study is presented to illustrate the proposed methodology, its particularities and the detection results.
  • Keywords
    fault location; leak detection; pressure measurement; principal component analysis; water supply; fault diagnosis; leak detection; leak isolation; leakage localization; pressure measurements; principal component analysis; structured residuals; water distribution networks; Eigenvalues and eigenfunctions; Equations; Mathematical model; Monitoring; Principal component analysis; Sensitivity; Training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Fault-Tolerant Systems (SysTol), 2010 Conference on
  • Conference_Location
    Nice
  • Print_ISBN
    978-1-4244-8153-8
  • Type

    conf

  • DOI
    10.1109/SYSTOL.2010.5676043
  • Filename
    5676043