• DocumentCode
    3475364
  • Title

    Adaptive Fuzzy Control Technology for Automatic Oil Drilling System

  • Author

    Zhao, Qingjie ; Wang, Fasheng ; Wang, Wei ; Deng, Hongbin

  • Author_Institution
    Beijing Inst. of Technol., Beijing
  • fYear
    2007
  • fDate
    18-21 Aug. 2007
  • Firstpage
    2123
  • Lastpage
    2127
  • Abstract
    The paper proposes an adaptive fuzzy control method for the new oil rigs of ZJ30DB series with AC frequency converters. The assistant motor and its gearing work as executing system. Considering the time-delay, time-variability and nonlinearity of controlled objects, we design a double-loop control system in order to control the drill pressure tending to an expected value. Because it is very difficult to model the system accurately, we use a fuzzy control method in the outer loop based on the experience of skilled drillers. Since the simple fuzzy control algorithm is not able to adapt itself to the system changes momentarily, we select an adaptive fuzzy control algorithm. The inner loop is also a negative feedback loop, where the motor rotation speed signal from a sensor is fed back to the input. This can make the system response changes more quickly and more steadily. In addition, we simply study the state estimation problem based on particle filters. The scheme and the research may be beneficial to automatic drilling of oil rigs both in theory and in technology.
  • Keywords
    adaptive control; control nonlinearities; control system synthesis; delays; feedback; fuzzy control; oil drilling; AC frequency converters; ZJ30DB series; adaptive fuzzy control; automatic oil drilling system; controlled objects nonlinearity; double-loop control system design; negative feedback loop; oil rigs; time delay; time variability; Adaptive control; Automatic control; Control systems; Frequency conversion; Fuzzy control; Nonlinear control systems; Oil drilling; Petroleum; Pressure control; Programmable control; adaptive fuzzy control; automatic oil drilling; two loops;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation and Logistics, 2007 IEEE International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-1531-1
  • Type

    conf

  • DOI
    10.1109/ICAL.2007.4338926
  • Filename
    4338926