• DocumentCode
    179266
  • Title

    Improved Ant Colony Optimization for Interval Pumping of Pumping Unit

  • Author

    Liu Tianshi ; Meng Yalei

  • Author_Institution
    Sch. of Comput. Sci., Xi´an Shiyou Univ., Xi´an, China
  • fYear
    2014
  • fDate
    15-16 June 2014
  • Firstpage
    550
  • Lastpage
    555
  • Abstract
    In order to benefit oil filed production and reduce electricity cost, an interval pumping algorithm is proposed for pumping unit by using improved ant colony optimization. The algorithm divides update process of submergence depth into two phases by comparing pumping-factor and pumping-threshold based on the down hole fluid volume, and then it chooses the appropriate update rule of submergence depth at each phase. Such algorithm determines the interval pumping time by improving the node selection rule of ant colony optimization, which takes into consideration the influence of pumping time and different prices at different time on electricity cost. The experiment results show that the algorithm can effectively reduce the overall electricity cost of oilfield and increase production benefit.
  • Keywords
    ant colony optimisation; cost reduction; oil technology; power consumption; pumps; down hole fluid volume; electricity cost reduction; improved ant colony optimization; interval pumping algorithm; interval pumping time; node selection rule; oil field production; oilfield; production benefit; pumping unit; pumping-factor; pumping-threshold; Algorithm design and analysis; Electricity; Fluid dynamics; Liquids; Production; Pumps; Ant Colony Optimization; Interval Pumping; Pumping Unit; Submergence Depth;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
  • Conference_Location
    Hunan
  • Print_ISBN
    978-1-4799-4262-6
  • Type

    conf

  • DOI
    10.1109/ISDEA.2014.130
  • Filename
    6977660