DocumentCode
2414853
Title
Neuro-fuzzy intelligent controller for ship roll motion stabilization
Author
GUO, Chen ; Simaan, Marwan A. ; Sun, Zengqi
Author_Institution
Lab of Simulation & Control of Navigation Syst., Dalian Maritime Univ., China
fYear
2003
fDate
8-8 Oct. 2003
Firstpage
182
Lastpage
187
Abstract
In this paper, we present an Adaptive Network-based Fuzzy Inference System (ANFIS), based on a neuro-fuzzy controller, as a possible control mechanism for a ship stabilizing fin system. Simulation results show that ANFIS can effectively improve the ship stabilizing performance against roll motion in cases of rough sea conditions. it is a promising alternative to conventional PID controllers.
Keywords
fuzzy control; fuzzy systems; intelligent control; neurocontrollers; ships; stability; three-term control; ANFIS; PID controllers; adaptive network based fuzzy inference system; neurofuzzy intelligent controller; proportional-integral-derivative controllers; rough sea conditions; ship roll motion stabilization; ship stabilizing fin system;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control. 2003 IEEE International Symposium on
Conference_Location
Houston, TX, USA
ISSN
2158-9860
Print_ISBN
0-7803-7891-1
Type
conf
DOI
10.1109/ISIC.2003.1253935
Filename
1253935
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