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Efficient Multivariable Generalized Predictive Control for Autonomous Underwater Vehicle in Vertical Plane

机译:垂直平面自主水下航行器的高效多变量广义预测控制

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摘要

This paper presents the design and simulation validation of a multivariable GPC (generalized predictive control) for AUV (autonomous underwater vehicle) in vertical plane. This control approach has been designed in the case of AUV navigating with low speed near water surface, in order to restrain wave disturbance effectively and improve pitch and heave motion stability. The proposed controller guarantees compliance with rudder manipulation, AUV output constraints, and driving energy consumption. Performance index based on pitch stabilizing performance, energy consumption, and system constraints is used to derive the control action applied for each time step. In order to deal with constrained optimization problems, a Hildreth's QP procedure is adopted. Simulation results of AUV longitudinal control show better stabilizing performance and minimized energy consumption improved by multivariable GPC.
机译:本文提出了一种用于垂直平面上的AUV(水下机器人)的多变量GPC(广义预测控制)的设计和仿真验证。在水下航行器在水面附近低速航行的情况下设计了这种控制方法,以便有效地抑制波浪干扰并提高俯仰和升沉运动的稳定性。拟议中的控制器可确保遵守方向舵操纵,AUV输出限制以及驱动能耗。基于变桨稳定性能,能耗和系统约束的性能指标可用于推导每个时间步所应用的控制动作。为了处理约束优化问题,采用了希尔德雷斯的QP程序。 AUV纵向控制的仿真结果表明,通过多变量GPC可以实现更好的稳定性能和最小的能耗。

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  • 来源
    《Mathematical Problems in Engineering》 |2016年第11期|4650380.1-4650380.9|共9页
  • 作者

    Yao Xuliang; Yang Guangyi;

  • 作者单位

    Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China;

    Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China;

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  • 正文语种 eng
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