DocumentCode :
2597833
Title :
A study on the coordinated controller of generator´s excitation and valve based on the fuzzy neural networks
Author :
Yang, Wei ; Zhao, Hu ; Liu, Jun
Author_Institution :
Nanjing Univ. of Sci. & Technol., Nanjing, China
fYear :
2009
fDate :
6-7 April 2009
Firstpage :
1
Lastpage :
6
Abstract :
Stability is the main problem which should be improved and solved by modern power system. The control of generator´s excitation and valve is the efficient way to enhance and improve stability of power system. On the basis of established researching, this paper designs a kind of coordinated controller of generator´s excitation and valve that is based on the fuzzy neural networks. The controller can combine the fuzzy theory and artificial neural networks organically, which is applicable to multilayer feedforwad BP network and fuzzy inference control model. The self-learning network can modify weights to realize self-learning control of fuzzy neural networks. Coordinated controller of generator´s excitation and valve is simulated by the SMIBS. The computer simulation shows better stability and dynamic feature which is based on the fuzzy neural networks. Coordinated controller of generator´s excitation and valve owns stronger robustness under different situations of fault.
Keywords :
backpropagation; feedforward neural nets; fuzzy control; fuzzy neural nets; neurocontrollers; power system stability; artificial neural networks; fuzzy inference control model; fuzzy neural networks; fuzzy theory; generator excitation coordinated controller; generator valve coordinated controller; multilayer feedforwad BP network; power system stability; self-learning control; Artificial neural networks; Control systems; Fuzzy control; Fuzzy neural networks; Multi-layer neural network; Power generation; Power system control; Power system stability; Power systems; Valves; Coordinated Controller of Generator´s Excitation and Valve; Fuzzy Neural Networks; Generator; Simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Sustainable Power Generation and Supply, 2009. SUPERGEN '09. International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4934-7
Type :
conf
DOI :
10.1109/SUPERGEN.2009.5347942
Filename :
5347942
Link To Document :
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