Event-trigger NMPC for 3-D trajectory tracking of UUV with external disturbances

被引:10
|
作者
Zhang, Wei [1 ]
Wang, Qiang [1 ]
Wu, Wenhua [1 ]
Du, Xue [1 ]
Zhang, Yu [1 ]
Han, Peiyu [1 ]
机构
[1] Harbin Engn Univ, Coll Intelligent Syst Sci & Engn, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
Trajectory tracking; Event -triggered nonlinear model predictive; control (ENMPC); Underwater unmanned vehicle(UUV); Nonlinear model predictive control (NMPC); External disturbances; MODEL-PREDICTIVE CONTROL; CONTROL SCHEME; NONLINEAR MPC;
D O I
10.1016/j.oceaneng.2023.115050
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
In this paper, a novel Three-Dimensional (3-D) trajectory tracking method based on Event-triggered Nonlinear Model Predictive Control (ENMPC) is designed for an Underwater Unmanned Vehicle (UUV) with external disturbances. Firstly, the 5-Degrees of Freedom (5-DoF) model of UUV is represented by both kinematics and dynamics. After that, a Nonlinear Model Predictive Control (NMPC) algorithm is designed for the 3-D trajectory tracking of UUV, and the feasibility of the control method and the stability of the closed-loop system are proved, which are further verified by simulation experiments. Then, an event-triggered mechanism is introduced on the basis of NMPC algorithm, which reduces the amount of calculation iterations without affecting the 3-D trajectory tracking performance. Finally, the simulation results verify the feasibility and effectiveness of the proposed algorithm. Compared with the Traditional Model Predictive Control (TMPC) and NMPC algorithm, the ENMPC strategy can effectively reduce the amount of calculation iterations and improve the tracking efficiency.
引用
收藏
页数:14
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