Dynamic positioning of ships based on robust fuzzy observer

The Journal of Engineering

Werneld Ngongi¹  Erick Massami¹  Eliamin Kassembe¹  Wen-Jer Chang²  Jialu Du³ 

[1] Dar es Salaam Maritime Institute;National Taiwan Ocean University;School of Information Science and Technology, Dalian Maritime University;

关键词: fuzzy control;    robust control;    ships;    linear matrix inequalities;    observers;    control system synthesis;    nonlinear control systems;    dynamic positioning;    robust fuzzy observer-based control scheme;    environmental disturbances;    known upper limit;    takagi–sugeno fuzzy model;    ship model;    disturbance attenuation technique;    optimal robust problem;    model ship;   

DOI  :  10.1049/joe.2018.5270

来源: DOAJ

【 摘 要 】

In this study, the robust fuzzy observer-based control scheme for the dynamic positioning of marine vessels is presented. The proposed controller assumes that the environmental disturbances are unknown but bounded with known upper limit. First, the authors apply the Takagi–Sugeno fuzzy model to approximate the ship model. Using formulated fuzzy model, the robust fuzzy observer is developed to approximate the unknown states. Then, by employing optimal [inline-formula] disturbance attenuation technique, the effects of the environmental disturbances can be attenuated to least value. Finally, the linear matrix inequality technique is hired for solving the optimal robust problem. Model ship is used for simulation, and results are given to prove the validity of the presented controller.

【 授权许可】

Unknown