• DocumentCode
    3403524
  • Title

    Reconfiguration of Oilfield Distribution Network Based on Genetic Algorithm

  • Author

    Yubo, Duan ; Qun, Zhou

  • Author_Institution
    DaQing Pet. Inst., Daqing
  • fYear
    2007
  • fDate
    5-8 Aug. 2007
  • Firstpage
    943
  • Lastpage
    947
  • Abstract
    The oilfield distribution network is decomposed into a series of "loops" according to its characteristic. Then the genetic algorithm based on loops is put forward, and it can improve the speed of convergence and avoid dimension disaster. The switch state of loop (0 or 1) is used as control parameter, and only the points besides the source points and T nodes are involved when chromosome is encoded, which makes the length of chromosome short. During the species formation, crossover and mutation, the method of lone-island and closed loop elimination are adopted to make the numbers of normal loop equal to that of distribution network Then the feasible solution of species can be obtained, and the hunting space is decreased also, all of that is propitious to improve the speed of calculation. Finally, the algorithm is used to reconfigure oilfield distribution network, the result shows that it is feasible and effective.
  • Keywords
    genetic algorithms; oil technology; chromosome; closed loop elimination; convergence; genetic algorithm; lone-island method; oilfield distribution network; Automation; Biological cells; Convergence; Genetic algorithms; Genetic engineering; Genetic mutations; Mathematics; Mechatronics; Petroleum; Switches; loop decompose; network reconfiguration; oilfield distribution network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation, 2007. ICMA 2007. International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-0828-3
  • Electronic_ISBN
    978-1-4244-0828-3
  • Type

    conf

  • DOI
    10.1109/ICMA.2007.4303673
  • Filename
    4303673