• DocumentCode
    2254093
  • Title

    Research on diving control of underactuated UUV based on model predictive control with artificial bee colony algorithm

  • Author

    Wei, Zhang ; Yi, Guo ; Detao, Meng ; Zhicheng, Liang ; Tao, Chen

  • Author_Institution
    Department of Automation, Harbin Engineering University, Harbin 150001, China
  • fYear
    2015
  • fDate
    28-30 July 2015
  • Firstpage
    4073
  • Lastpage
    4078
  • Abstract
    The diving control of underactuated unmanned underwater vehicle (UUV) is mainly studied according to its manipulating characteristics. A linearized state-space for vertical plane of underactuated UUV is constructed to represent the nonlinear model that describes the dynamics. The controller for diving is designed based on Model Prediction Control with artificial bee colony algorithm in consideration of the elevator angle constraints. Finally, the diving control problem is treated as optimization problem under constraints using artificial bee colony algorithm. For unmeasured states, a state observer is introduced. The simulation results show that the controller designed with ABC-MPC can take the constraints of elevator angle into consideration and has higher control accuracy, which effectively reduces the cumulative effect of uncertainties.
  • Keywords
    Elevators; Heuristic algorithms; Mathematical model; Observers; Optimization; Prediction algorithms; Tin; Artificial Bee Colony Algorithm; Diving Control; Model Prediction; State Estimation; Underactuated UUV;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2015 34th Chinese
  • Conference_Location
    Hangzhou, China
  • Type

    conf

  • DOI
    10.1109/ChiCC.2015.7260266
  • Filename
    7260266