• DocumentCode
    728128
  • Title

    Model predictive control of buoyancy propelled autonomous underwater glider

  • Author

    Abraham, Ian ; Jingang Yi

  • Author_Institution
    Dept. of Mech. & Aerosp. Eng., Rutgers Univ., Piscataway, NJ, USA
  • fYear
    2015
  • fDate
    1-3 July 2015
  • Firstpage
    1181
  • Lastpage
    1186
  • Abstract
    Autonomous underwater gliders (AUG) is a cost-effective and efficient tool for oceanic exploration and discovery. Because of limited onboard computation and sensing capability and energy constraint, the AUGs are susceptible to oceanic disturbances. In this paper, we present a model predictive control (MPC) design to compensate for the drift due to disturbances. We first validate the three-dimensional AUG nonlinear dynamic model with experimental data. To enhance the control performance, a time suspension technique is designed and integrated with the MPC to guarantee the AUG to follow a given path rather than time-dependent trajectory. We simulate and compare the MPC-based controller with the experimental data obtained by the onboard PID controller. The comparison results confirm superior performance than the onboard PID controller.
  • Keywords
    autonomous underwater vehicles; compensation; control system synthesis; nonlinear dynamical systems; oceanographic techniques; predictive control; three-term control; vehicle dynamics; 3D AUG nonlinear dynamic model; buoyancy propelled autonomous underwater glider; drift compensation; energy constraint; limited onboard computation; model predictive control design; oceanic discovery; oceanic disturbances; oceanic exploration; onboard PID controller; sensing capability; time suspension technique; Dynamics; Electronic ballasts; Kinematics; Oceans; Predictive models; Trajectory; Vehicle dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2015
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4799-8685-9
  • Type

    conf

  • DOI
    10.1109/ACC.2015.7170893
  • Filename
    7170893