Title :
Design Of Fuzzy Neural Network Controller For Marine Steam Turbine System
Author :
Zhu, Qidan ; Zhang, Yu ; Zhang, Jingqiao
Author_Institution :
Coll. of Autom., Harbin Eng. Univ., Harbin
Abstract :
Due to the complication of marine steam turbine system, and the nonlinearity, uncertainty and complexity of the steam turbine model, the conventional speed regulation system can no longer meet our requirement. Fuzzy neural network (FNN) is applied to the complex process modeling and logical inference. In this paper modular modeling methods is used to establish the model of steam turbine. So a new type speed regulation system based on neural network is presented by combining the fuzzy and neural network in this paper.
Keywords :
control nonlinearities; control system synthesis; fuzzy neural nets; marine systems; neurocontrollers; steam turbines; uncertain systems; complex process modeling; fuzzy neural network controller design; marine steam turbine system; speed regulation system; steam turbine model; system nonlinearity; system uncertainties; Control systems; Engine cylinders; Fuzzy control; Fuzzy neural networks; Heat pumps; Mathematical model; Neural networks; Temperature; Turbines; Uncertainty; Fuzzy Neural Network; marine steam turbine; modular modeling;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.637
