Intelligent control algorithm for ship dynamic positioning

Archives of Control Sciences

Rong Bian Guang¹  Sheng Li Hong¹  Qing Miao¹  Meng Wang¹ 

[1] Wuhan University of Technology, Mechanic and Electronic Engineering,Wuhan, China.;

关键词: dynamic positioning;    fuzzy control;    neural network control;    BP algorithm;   

DOI  :  10.2478/acsc-2014-0026

来源: DOAJ

【 摘 要 】

Ship motion in the sea is a complex nonlinear kinematics. The hydrodynamic coefficients of ship model are very difficult to accurately determine. Establishing accurate mathematical model of ship motion is difficult because of changing random factors in the marine environment. Aiming at seeking a method of control to realize ship positioning, intelligent control algorithms are adopt utilizing operator's experience. Fuzzy controller and the neural network controller are respectively designed. Through simulations and experiments, intelligent control algorithm can deal with the complex nonlinear motion, and has good robustness. The ship dynamic positioning system with neural network control has high positioning accuracy and performance.

【 授权许可】

Unknown