Study on a Novel Fuzzy PID Control System for the Ellipsoidal Underwater Robot

被引:0
|
作者
Liu, Xueting [1 ]
Guo, Shuxiang [1 ,2 ,3 ]
Li, Chunying [1 ]
Lei, Qirong [1 ]
Nie, Jinglei [1 ]
机构
[1] Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen 518055, Guangdong, Peoples R China
[2] Beijing Inst Technol, Sch Life Sci, Aerosp Ctr Hosp, Minist Ind & Informat Technol, Beijing 100081, Peoples R China
[3] Beijing Inst Technol, Minist Ind & Informat Technol, Key Lab Convergence Med Engn Syst & Healthcare Te, Beijing 100081, Peoples R China
关键词
Ellipsoidal Underwater Robot (EUR); fuzzy PID control; control system; motion stability;
D O I
10.1109/ICMA61710.2024.10633171
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Autonomous Underwater Vehicles (AUVs) have gained popularity for their exceptional maneuverability and versatility in marine environments. However, conventional PID methods often fail to achieve precise control in complex environments, as they lack accuracy in nonlinear systems. This paper developed a fuzzy PID control system for the Ellipsoidal Underwater Robot (EUR) to improve its stability and precision. Firstly, the structure and motion characteristics of the EUR were introduced. Then, the principles of the fuzzy PID control were analyzed and implemented to the EUR. Through simulations and underwater experiments, the effectiveness of the control system was evaluated and the results highlighted the significant improvement in motion stability and control accuracy achieved by the fuzzy PID control algorithm. This paper provided valuable insights and methodologies for the development of control systems in underwater robots.
引用
收藏
页码:1502 / 1507
页数:6
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