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

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.

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Publication Details

Published
2024-08-04
DOI
https://doi.org/10.1109/icma61710.2024.10633171
Primary Topic
Underwater Vehicles and Communication Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Xueting Liu, Jinglei Nie, Qirong Lei, Shuxiang Guo et al.
Underwater Vehicles and Communication Systems
article

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

Xueting Liu, Jinglei Nie, Qirong Lei, Shuxiang Guo, Chunying Li
article en

Abstract

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.

Southern University of Science and Technology (CN)
Life below water
Openalex Percentile: Top 83%
Underwater Vehicles and Communication Systems
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Study on a Novel Fuzzy PID Control System for the Ellipsoidal Underwater Robot — Xueting Liu, Jinglei Nie, et al. · (2024) | TGRS Research Map | TGRS