DocumentCode :
2743385
Title :
Application of Intelligence Controller for Marine Main Engine System
Author :
Shi, Chengjun ; GUO, Chen ; Sun, Caiqin
Author_Institution :
Sch. of Autom. & Electr. Eng., Dalian Maritime Univ.
Volume :
2
fYear :
0
fDate :
0-0 0
Firstpage :
8439
Lastpage :
8443
Abstract :
A type of intelligence PID controller based on BP neural network is proposed. That the robust intelligence PID controller contains three-layer fuzzy neural network is simple in structure and steady in work. The PID parameters can be self-adjusted according to the system model and can be automatically tuned via neural networks weights. This controller is used in marine engine propulsion system to control the engine speed. The simulating results indicated that the system possesses fast response speed and good performance of anti-disturbance better than the traditional PID controller, and that the intelligence PID controller can obtain better result and robustness than the traditional PID controller. The marine engine speed can be stabilized well by the intelligence PID controller. Now, the intelligence PID controller has been successfully used in marine engine propulsion system simulator in Dalian Maritime University and a satisfactory training is provided
Keywords :
backpropagation; engines; fuzzy control; fuzzy neural nets; intelligent control; marine systems; neurocontrollers; propulsion; robust control; self-adjusting systems; three-term control; antidisturbance; backpropagation neural network; fuzzy neural network; intelligent PID controller; marine engine propulsion system; marine main engine system; robust controller; self adjusting control; stability; Automatic control; Control systems; Engines; Fuzzy neural networks; Intelligent networks; Intelligent structures; Neural networks; Propulsion; Robust control; Three-term control; PID controller; marine engine propulsion system; neural networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
Type :
conf
DOI :
10.1109/WCICA.2006.1713624
Filename :
1713624
Link To Document :
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