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

Volume

4

fYear

2008

Firstpage

353

Lastpage

356

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Natural Computation, 2008. ICNC '08. Fourth International Conference on

Print_ISBN

978-0-7695-3304-9

Type

conf

DOI

10.1109/ICNC.2008.637

Filename

4667304