Adaptive synovial control of underwater manipulator based on fuzzy compensation

In this paper, an adaptive sliding mode control based on fuzzy compensation is proposed for underwater manipulator robotic with additional mass forces, water resistance, and buoyancy force. Firstly, using Lagrange’s method and Morison equation, a dynamic model of a two-link robotic arm including hydrodynamic terms is established. Secondly, the fuzzy compensation is used to globally identify and fit the uncertain terms in the dynamic equations of the underwater manipulator robotic. Thirdly, the rigorous mathematical verification is conducted to demonstrate the stability and finite time convergence of the closed-loop control system via the Lyapunov theory. Finally, comparing with PD algorithm without fuzzy compensation, the numerical simulations are performed on a two link underwater manipulator robotic system to illustrate the effectiveness of the proposed controller.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/epee63731.2024.10875326
Primary Topic
Advanced Algorithms and Applications
Type
article
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article

Adaptive synovial control of underwater manipulator based on fuzzy compensation

Zuquan Xiang, Ning Xu
Advanced Algorithms and Applications
article

Adaptive synovial control of underwater manipulator based on fuzzy compensation

Zuquan Xiang, Ning Xu
article en

Abstract

In this paper, an adaptive sliding mode control based on fuzzy compensation is proposed for underwater manipulator robotic with additional mass forces, water resistance, and buoyancy force. Firstly, using Lagrange’s method and Morison equation, a dynamic model of a two-link robotic arm including hydrodynamic terms is established. Secondly, the fuzzy compensation is used to globally identify and fit the uncertain terms in the dynamic equations of the underwater manipulator robotic. Thirdly, the rigorous mathematical verification is conducted to demonstrate the stability and finite time convergence of the closed-loop control system via the Lyapunov theory. Finally, comparing with PD algorithm without fuzzy compensation, the numerical simulations are performed on a two link underwater manipulator robotic system to illustrate the effectiveness of the proposed controller.

Wuhan University of Technology (CN)
Life below water
Openalex Percentile: Top 66%
Advanced Algorithms and Applications
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Adaptive synovial control of underwater manipulator based on fuzzy compensation — Zuquan Xiang, Ning Xu · (2024) | TGRS Research Map | TGRS