DocumentCode :
582307
Title :
Ship speed control method based on fuzzy-cerebellar model articulation controller
Author :
Yu-chao, Wang ; Hui-xuan, Fu ; Fan-ming, Liu
Author_Institution :
Coll. of Autom., Harbin Eng. Univ., Harbin, China
fYear :
2012
fDate :
25-27 July 2012
Firstpage :
4396
Lastpage :
4399
Abstract :
Ship marine speed which complicated propulsion system and time-varying parameters, nonlinear system, the conventional control method is difficult to obtain good control effect. The paper presented new ship speed control strategy based on FC-CMAC, the feedback control by using traditional fuzzy controller ensured the stability control system and the feed forward control by using CMAC neural network to increase the response speed and control precision. The results show that the proposed controller has better control performance than traditional fuzzy controller, effectively restrain the effect of the environment disturbance, assure accurately control, and have good robustness.
Keywords :
cerebellar model arithmetic computers; feedforward; fuzzy control; nonlinear control systems; ships; stability; time-varying systems; velocity control; CMAC neural network; FC-CMAC; complicated propulsion system; control precision increment; feedback control; feedforward control; fuzzy-cerebellar model articulation controller; nonlinear system; response speed increment; ship marine speed control method; stability control system; time-varying parameters; Automation; Educational institutions; Electronic mail; Marine vehicles; Niobium; Velocity control; CMAC; fuzzy control; ship; ship speed;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
ISSN :
1934-1768
Print_ISBN :
978-1-4673-2581-3
Type :
conf
Filename :
6390698
Link To Document :
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