AUV对接无偏移非线性模型预测控制研究*

K. Shi, Xiaohui Wang, Huixi Xu
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引用次数: 1

摘要

模型失配和海流干扰了AUV的对接控制。提出了一种基于多动态约束的无偏移非线性模型预测控制(NMPC)的水下航行器对接控制方法。控制器通过AUV的浪涌、摇摆、升沉和偏航的协调运动,驱动AUV从初始姿态到达对接站入口。在AUV对接过程中,定位传感器的控制输入范围、静态空间和视场是NMPC控制器的约束条件。设计状态观测器对系统状态和外部干扰进行估计,并将估计结果与NMPC控制器相结合,保证了在存在模型失配和外部干扰的情况下AUV的无偏移对接。采用实时迭代(RTI)方法实时求解在线NMPC问题。利用六自由度(6-DOF)非线性AUV模型进行仿真研究,验证了无偏移NMPC控制器的有效性。实验结果表明,该方法可以在严重的植物模型失配和外部持续电流干扰下实现无偏置对接控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Offset-free Nonlinear Model Predictive Control for AUV Docking*
The docking control of AUV is disturbed by model mismatch and sea current. This paper presents a method of AUV docking control based on the application of offset-free nonlinear model predictive control (NMPC) with multiple dynamic constraints. The controller drives the AUV from the initial pose to the entrance of the docking station (DS) through the coordinated motion of the AUV’s surge, sway, heave and yaw. In the process of AUV docking, the control input range, static space and field of view (FOV) of positioning sensor are the constraints of NMPC controller. A state observer is designed to estimate the system state and external disturbance, and the estimation is combined with NMPC controller to ensure the offset-free docking of AUV in the presence of model mismatch and external disturbance. Real-time iteration (RTI) approach is used to solve the on-line NMPC problem in real time. The offset-free NMPC controller is demonstrated in simulation studies using a six degrees of freedom (6-DOF) nonlinear model of AUV. The results obtained demonstrate that the proposed method can realize offset-free AUV docking control even under significant plant-model mismatch and external persistent current disturbance.
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