• DocumentCode
    3599528
  • Title

    A model reduction algorithm for irrational transfer functions with application to leak detection in pipelines

  • Author

    Anfinsen, Henrik ; Aamo, Ole Morten

  • Author_Institution
    Dept. of Eng. Cybern., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
  • fYear
    2015
  • Firstpage
    3298
  • Lastpage
    3303
  • Abstract
    In this paper, we develop an algorithm for determining an estimate of a function´s truncated Laguerre spectrum from the function´s Laplace transform. The algorithm can be used alongside an already established Laguerre Gram model reduction scheme to obtain rational approximations to irrational transfer functions, suitable for simulation on a computer. The algorithm is then demonstrated on an infinite-dimensional leak size and location observer for a pipeline.
  • Keywords
    Laplace transforms; approximation theory; leak detection; pipelines; sensors; stochastic processes; transfer functions; Laguerre Gram model reduction scheme; Laplace transform; approximation theory; infinite-dimensional leak location observer; infinite-dimensional leak size observer; irrational transfer function; leak detection; pipeline; truncated Laguerre spectrum; Approximation algorithms; Function approximation; Observers; Pipelines; Reduced order systems; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2015
  • Print_ISBN
    978-1-4799-8685-9
  • Type

    conf

  • DOI
    10.1109/ACC.2015.7171841
  • Filename
    7171841